Pandas Profiling Report

Dataset statistics

Number of variables	19
Number of observations	1299
Missing cells	355
Missing cells (%)	1.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	192.9 KiB
Average record size in memory	152.1 B

Variable types

CAT	9
NUM	9
BOOL	1

Warnings

`property_type` has constant value "1299"	Constant
`country` has constant value "1299"	Constant
`division` has constant value "1299"	Constant
`city` has constant value "1299"	Constant
`year_of_renovation` has constant value "1299"	Constant
`current_zones` has a high cardinality: 175 distinct values	High cardinality
`zone` has a high cardinality: 76 distinct values	High cardinality
`century_zone` has a high cardinality: 67 distinct values	High cardinality
`century_zone` is highly correlated with `zone`	High correlation
`zone` is highly correlated with `century_zone`	High correlation
`current_zones` has 100 (7.7%) missing values	Missing
`zone` has 100 (7.7%) missing values	Missing
`century_zone` has 155 (11.9%) missing values	Missing
`df_index` has unique values	Unique
`propertiesid` has unique values	Unique
`price` has 21 (1.6%) zeros	Zeros
`interior_area` has 129 (9.9%) zeros	Zeros
`gros_area` has 62 (4.8%) zeros	Zeros
`bedrooms` has 84 (6.5%) zeros	Zeros
`bathrooms` has 77 (5.9%) zeros	Zeros
`other_rooms` has 1068 (82.2%) zeros	Zeros
`year_of_construction` has 1266 (97.5%) zeros	Zeros

Reproduction

Analysis started	2021-05-25 17:06:10.481583
Analysis finished	2021-05-25 17:06:23.436117
Duration	12.95 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

df_index
Real number (ℝ_≥0)

UNIQUE

Distinct	1299
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	661.7528868
Minimum	0
Maximum	1321
Zeros	1
Zeros (%)	0.1%
Memory size	10.1 KiB

Quantile statistics

Minimum	0
5-th percentile	65.9
Q1	329.5
median	662
Q3	995.5
95-th percentile	1256.1
Maximum	1321
Range	1321
Interquartile range (IQR)	666

Descriptive statistics

Standard deviation	383.0182217
Coefficient of variation (CV)	0.5787934277
Kurtosis	-1.207526282
Mean	661.7528868
Median Absolute Deviation (MAD)	333
Skewness	-0.002293214572
Sum	859617
Variance	146702.9581
Monotocity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1321	1	0.1%
452	1	0.1%
433	1	0.1%
434	1	0.1%
435	1	0.1%
436	1	0.1%
437	1	0.1%
438	1	0.1%
439	1	0.1%
440	1	0.1%
Other values (1289)	1289	99.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.1%
1	1	0.1%
2	1	0.1%
3	1	0.1%
4	1	0.1%

Value	Count	Frequency (%)
1321	1	0.1%
1320	1	0.1%
1319	1	0.1%
1318	1	0.1%
1317	1	0.1%

propertiesid
Real number (ℝ_≥0)

UNIQUE

Distinct	1299
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6519.856043
Minimum	2645
Maximum	17239
Zeros	0
Zeros (%)	0.0%
Memory size	10.1 KiB

Quantile statistics

Minimum	2645
5-th percentile	2825.8
Q1	3487
median	4499
Q3	9615
95-th percentile	16135.2
Maximum	17239
Range	14594
Interquartile range (IQR)	6128

Descriptive statistics

Standard deviation	4214.956015
Coefficient of variation (CV)	0.6464799202
Kurtosis	0.2293260881
Mean	6519.856043
Median Absolute Deviation (MAD)	1288
Skewness	1.209140774
Sum	8469293
Variance	17765854.2
Monotocity	Strictly decreasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4095	1	0.1%
10915	1	0.1%
4745	1	0.1%
2698	1	0.1%
2941	1	0.1%
14989	1	0.1%
2809	1	0.1%
2933	1	0.1%
4754	1	0.1%
2711	1	0.1%
Other values (1289)	1289	99.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2645	1	0.1%
2648	1	0.1%
2649	1	0.1%
2650	1	0.1%
2651	1	0.1%

Value	Count	Frequency (%)
17239	1	0.1%
17224	1	0.1%
17215	1	0.1%
17206	1	0.1%
17204	1	0.1%

property_type
Categorical

CONSTANT
REJECTED

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	10.1 KiB

Apartment	1299

Frequencies
Length

Value	Count	Frequency (%)
Apartment	1299	100.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	9
Median length	9
Mean length	9
Min length	9

property_status
Categorical

Distinct	6
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	10.1 KiB

Used	754
New	431
Under Construction	62
Under construction	46
Not Applicable	5

Frequencies
Length

Value	Count	Frequency (%)
Used	754	58.0%
New	431	33.2%
Under Construction	62	4.8%
Under construction	46	3.5%
Not Applicable	5	0.4%
For refurbishment	1	0.1%

Frequencies of value counts

Unique

Unique	1 ?
Unique (%)	0.1%

Histogram of lengths of the category

Length

Max length	18
Median length	4
Mean length	4.880677444
Min length	3

availability
Categorical

Distinct	7
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	10.1 KiB

Withdrawn	765
Available	392
Sold	133
Reserved	6
Rented	1
Other values (2)	2

Frequencies
Length

Value	Count	Frequency (%)
Withdrawn	765	58.9%
Available	392	30.2%
Sold	133	10.2%
Reserved	6	0.5%
Rented	1	0.1%
Potential	1	0.1%
In negotiation	1	0.1%

Frequencies of value counts

Unique

Unique	3 ?
Unique (%)	0.2%

Histogram of lengths of the category

Length

Max length	14
Median length	9
Mean length	8.484988453
Min length	4

country
Categorical

CONSTANT
REJECTED

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	10.1 KiB

Albania	1299

Frequencies
Length

Value	Count	Frequency (%)
Albania	1299	100.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	7
Median length	7
Mean length	7
Min length	7

division
Categorical

CONSTANT
REJECTED

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	10.1 KiB

Tirana	1299

Frequencies
Length

Value	Count	Frequency (%)
Tirana	1299	100.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	6
Median length	6
Mean length	6
Min length	6

city
Categorical

CONSTANT
REJECTED

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	10.1 KiB

Tirana	1299

Frequencies
Length

Value	Count	Frequency (%)
Tirana	1299	100.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	6
Median length	6
Mean length	6
Min length	6

current_zones
Categorical

HIGH CARDINALITY
MISSING

Distinct	175
Distinct (%)	14.6%
Missing	100
Missing (%)	7.7%
Memory size	10.1 KiB

Don Bosko	102
Rruga e Kavajes	63
21 dhjetori	55
Komuna e Parisit	50
Ali Demi	47
Other values (170)	882

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
Don Bosko	102	7.9%
Rruga e Kavajes	63	4.8%
21 dhjetori	55	4.2%
Komuna e Parisit	50	3.8%
Ali Demi	47	3.6%
Fresku	43	3.3%
Kodra e Diellit	40	3.1%
Liqeni i Thate	34	2.6%
Astiri	32	2.5%
Fusha e Aviacionit	28	2.2%
Other values (165)	705	54.3%
(Missing)	100	7.7%

Frequencies of value counts

Unique

Unique	90 ?
Unique (%)	7.5%

Histogram of lengths of the category

Length

Max length	90
Median length	11
Mean length	13.852194
Min length	3

zone
Categorical

HIGH CARDINALITY
HIGH CORRELATION
MISSING

Distinct	76
Distinct (%)	6.3%
Missing	100
Missing (%)	7.7%
Memory size	10.1 KiB

Don Bosko	108
21 dhjetori	68
Rruga e Kavajes	67
Komuna e Parisit	54
Ali Demi	53
Other values (71)	849

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
Don Bosko	108	8.3%
21 dhjetori	68	5.2%
Rruga e Kavajes	67	5.2%
Komuna e Parisit	54	4.2%
Ali Demi	53	4.1%
Laprake	46	3.5%
Fresku	43	3.3%
Kodra e Diellit	42	3.2%
Astiri	42	3.2%
Unaza e re	41	3.2%
Other values (66)	635	48.9%
(Missing)	100	7.7%

Frequencies of value counts

Unique

Unique	10 ?
Unique (%)	0.8%

Histogram of lengths of the category

Length

Max length	25
Median length	10
Mean length	10.85450346
Min length	3

century_zone
Categorical

HIGH CARDINALITY
HIGH CORRELATION
MISSING

Distinct	67
Distinct (%)	5.9%
Missing	155
Missing (%)	11.9%
Memory size	10.1 KiB

Don Bosco	108
21 Dhjetori	68
Rruga e Kavajes	67
Komuna e Parisit	54
Ali Demi	53
Other values (62)	794

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
Don Bosco	108	8.3%
21 Dhjetori	68	5.2%
Rruga e Kavajes	67	5.2%
Komuna e Parisit	54	4.2%
Ali Demi	53	4.1%
Laprakë	46	3.5%
Fresku	43	3.3%
Unaza e Re	42	3.2%
Astiri	42	3.2%
Liqeni i Thatë	34	2.6%
Other values (57)	587	45.2%
(Missing)	155	11.9%

Frequencies of value counts

Unique

Unique	6 ?
Unique (%)	0.5%

Histogram of lengths of the category

Length

Max length	27
Median length	9
Mean length	10.74210931
Min length	3

price
Real number (ℝ_≥0)

ZEROS

Distinct	383
Distinct (%)	29.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	93793.2679
Minimum	0
Maximum	1100000
Zeros	21
Zeros (%)	1.6%
Memory size	10.1 KiB

Quantile statistics

Minimum	0
5-th percentile	42000
Q1	60000
median	80000
Q3	110000
95-th percentile	192300
Maximum	1100000
Range	1100000
Interquartile range (IQR)	50000

Descriptive statistics

Standard deviation	60728.80667
Coefficient of variation (CV)	0.6474751124
Kurtosis	62.94105857
Mean	93793.2679
Median Absolute Deviation (MAD)	23000
Skewness	5.142901065
Sum	121837455
Variance	3687987960
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
85000	39	3.0%
55000	33	2.5%
75000	33	2.5%
65000	30	2.3%
80000	27	2.1%
60000	27	2.1%
95000	26	2.0%
105000	22	1.7%
0	21	1.6%
70000	19	1.5%
Other values (373)	1022	78.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	21	1.6%
102	1	0.1%
1200	2	0.2%
1500	1	0.1%
6000	1	0.1%

Value	Count	Frequency (%)
1100000	1	0.1%
530000	1	0.1%
420000	1	0.1%
380000	1	0.1%
379000	1	0.1%

interior_area
Real number (ℝ_≥0)

ZEROS

Distinct	147
Distinct (%)	11.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	84.22324865
Minimum	0
Maximum	775
Zeros	129
Zeros (%)	9.9%
Memory size	10.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	64
median	88
Q3	106
95-th percentile	140
Maximum	775
Range	775
Interquartile range (IQR)	42

Descriptive statistics

Standard deviation	43.99840011
Coefficient of variation (CV)	0.522402078
Kurtosis	47.31948931
Mean	84.22324865
Median Absolute Deviation (MAD)	20
Skewness	2.936388499
Sum	109406
Variance	1935.859213
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	129	9.9%
90	38	2.9%
100	34	2.6%
95	26	2.0%
92	25	1.9%
80	22	1.7%
110	22	1.7%
94	21	1.6%
93	20	1.5%
102	20	1.5%
Other values (137)	942	72.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	129	9.9%
20	1	0.1%
28	2	0.2%
32	1	0.1%
33	2	0.2%

Value	Count	Frequency (%)
775	1	0.1%
290	1	0.1%
270	1	0.1%
258	1	0.1%
247	1	0.1%

gros_area
Real number (ℝ_≥0)

ZEROS

Distinct	150
Distinct (%)	11.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	94.67590454
Minimum	0
Maximum	393
Zeros	62
Zeros (%)	4.8%
Memory size	10.1 KiB

Quantile statistics

Minimum	0
5-th percentile	31
Q1	73
median	98
Q3	114
95-th percentile	150
Maximum	393
Range	393
Interquartile range (IQR)	41

Descriptive statistics

Standard deviation	38.33298832
Coefficient of variation (CV)	0.4048864229
Kurtosis	5.617280093
Mean	94.67590454
Median Absolute Deviation (MAD)	20
Skewness	0.6164140847
Sum	122984
Variance	1469.417994
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	62	4.8%
100	53	4.1%
110	28	2.2%
120	27	2.1%
105	27	2.1%
104	26	2.0%
90	26	2.0%
115	25	1.9%
70	24	1.8%
65	23	1.8%
Other values (140)	978	75.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	62	4.8%
20	1	0.1%
28	1	0.1%
31	2	0.2%
33	2	0.2%

Value	Count	Frequency (%)
393	1	0.1%
298	1	0.1%
290	1	0.1%
270	1	0.1%
250	3	0.2%

bedrooms
Real number (ℝ_≥0)

ZEROS

Distinct	7
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.82986913
Minimum	0
Maximum	8
Zeros	84
Zeros (%)	6.5%
Memory size	10.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	2
95-th percentile	3
Maximum	8
Range	8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.8624154802
Coefficient of variation (CV)	0.471298994
Kurtosis	2.701188702
Mean	1.82986913
Median Absolute Deviation (MAD)	0
Skewness	0.3490100705
Sum	2377
Variance	0.7437604605
Monotocity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
2	708	54.5%
1	301	23.2%
3	175	13.5%
0	84	6.5%
4	23	1.8%
5	7	0.5%
8	1	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	84	6.5%
1	301	23.2%
2	708	54.5%
3	175	13.5%
4	23	1.8%

Value	Count	Frequency (%)
8	1	0.1%
5	7	0.5%
4	23	1.8%
3	175	13.5%
2	708	54.5%

bathrooms
Real number (ℝ_≥0)

ZEROS

Distinct	5
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.344110855
Minimum	0
Maximum	4
Zeros	77
Zeros (%)	5.9%
Memory size	10.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	2
95-th percentile	2
Maximum	4
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.6037775588
Coefficient of variation (CV)	0.4492022044
Kurtosis	-0.05604529003
Mean	1.344110855
Median Absolute Deviation (MAD)	0
Skewness	-0.01546653625
Sum	1746
Variance	0.3645473406
Monotocity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
1	709	54.6%
2	504	38.8%
0	77	5.9%
3	7	0.5%
4	2	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	77	5.9%
1	709	54.6%
2	504	38.8%
3	7	0.5%
4	2	0.2%

Value	Count	Frequency (%)
4	2	0.2%
3	7	0.5%
2	504	38.8%
1	709	54.6%
0	77	5.9%

other_rooms
Real number (ℝ_≥0)

ZEROS

Distinct	7
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.3833718245
Minimum	0
Maximum	6
Zeros	1068
Zeros (%)	82.2%
Memory size	10.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	6
Range	6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.9301824926
Coefficient of variation (CV)	2.426319393
Kurtosis	6.810895922
Mean	0.3833718245
Median Absolute Deviation (MAD)	0
Skewness	2.620299753
Sum	498
Variance	0.8652394695
Monotocity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	1068	82.2%
2	88	6.8%
1	67	5.2%
3	58	4.5%
4	11	0.8%
5	5	0.4%
6	2	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1068	82.2%
1	67	5.2%
2	88	6.8%
3	58	4.5%
4	11	0.8%

Value	Count	Frequency (%)
6	2	0.2%
5	5	0.4%
4	11	0.8%
3	58	4.5%
2	88	6.8%

year_of_construction
Real number (ℝ_≥0)

ZEROS

Distinct	14
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	51.21170131
Minimum	0
Maximum	2022
Zeros	1266
Zeros (%)	97.5%
Memory size	10.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	2022
Range	2022
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	317.3217962
Coefficient of variation (CV)	6.196275227
Kurtosis	34.52963336
Mean	51.21170131
Median Absolute Deviation (MAD)	0
Skewness	6.039520884
Sum	66524
Variance	100693.1223
Monotocity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0	1266	97.5%
2020	12	0.9%
2021	9	0.7%
2014	2	0.2%
2022	1	0.1%
2019	1	0.1%
2013	1	0.1%
2010	1	0.1%
2008	1	0.1%
2006	1	0.1%
Other values (4)	4	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1266	97.5%
1990	1	0.1%
1998	1	0.1%
2000	1	0.1%
2001	1	0.1%

Value	Count	Frequency (%)
2022	1	0.1%
2021	9	0.7%
2020	12	0.9%
2019	1	0.1%
2014	2	0.2%

year_of_renovation
Boolean

CONSTANT
REJECTED

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	10.1 KiB

0	1299

Common Values
Chart

Value	Count	Frequency (%)
0	1299	100.0%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

First rows

	df_index	propertiesid	property_type	property_status	availability	country	division	city	current_zones	zone	century_zone	price	interior_area	gros_area	bedrooms	bathrooms	year_of_construction
0	0	17239	Apartment	Used	Available	Albania	Tirana	Tirana	Don Bosko	Don Bosko	Don Bosco	56000	68	77	1	1	0
1	1	17224	Apartment	Under Construction	Available	Albania	Tirana	Tirana	Liqeni i Thate	Liqeni i Thate	Liqeni i Thatë	140000	94	109	2	2	0
2	2	17215	Apartment	Used	Available	Albania	Tirana	Tirana	9 kateshet	9 kateshet	9 Katëshet	147000	112	112	2	2	0
3	3	17206	Apartment	Used	Available	Albania	Tirana	Tirana	Oxhaku \|##\| Xhamlliku	Oxhaku	Oxhaku	89000	0	98	0	0	0
4	4	17204	Apartment	Used	Available	Albania	Tirana	Tirana	21 dhjetori	21 dhjetori	21 Dhjetori	55000	63	63	1	1	0
5	5	17195	Apartment	Used	Available	Albania	Tirana	Tirana	Selvia	Selvia	Selvia	140000	0	100	2	2	0
6	6	17168	Apartment	Used	Available	Albania	Tirana	Tirana	Laprake	Laprake	Laprakë	47400	60	60	1	1	0
7	7	17166	Apartment	New	Available	Albania	Tirana	Tirana	21 dhjetori	21 dhjetori	21 Dhjetori	110000	79	87	2	1	0
8	8	17154	Apartment	Used	Available	Albania	Tirana	Tirana	Blloku	Blloku	Blloku	200000	141	155	3	2	0
9	9	17148	Apartment	Used	Available	Albania	Tirana	Tirana	Blloku	Blloku	Blloku	207000	128	137	3	2	2006

Last rows

	df_index	propertiesid	property_type	property_status	availability	country	division	city	current_zones	zone	century_zone	price	interior_area	gros_area	bedrooms	bathrooms	other_rooms
1289	1312	2660	Apartment	New	Sold	Albania	Tirana	Tirana	Unaza e re	Unaza e re	Unaza e Re	55000	96	110	3	2	2
1290	1313	2659	Apartment	Used	Withdrawn	Albania	Tirana	Tirana	Liqeni I Tiranes \|##\| Liqeni i Thate	Liqeni I Tiranes	Liqeni i Tiranës	94000	99	99	3	1	2
1291	1314	2656	Apartment	New	Sold	Albania	Tirana	Tirana	Don Bosko	Don Bosko	Don Bosco	98000	108	118	2	2	1
1292	1315	2654	Apartment	Used	Available	Albania	Tirana	Tirana	Ali Demi	Ali Demi	Ali Demi	65000	120	0	4	0	3
1293	1316	2652	Apartment	Used	Sold	Albania	Tirana	Tirana	Don Bosko	Don Bosko	Don Bosco	55000	72	80	3	1	2
1294	1317	2651	Apartment	Used	Sold	Albania	Tirana	Tirana	Blv. Zogu i Pare	Blv. Zogu i Pare	Blv. Zogu i Pare	74000	74	80	3	2	2
1295	1318	2650	Apartment	Used	Sold	Albania	Tirana	Tirana	Don Bosko	Don Bosko	Don Bosco	84000	103	111	3	2	2
1296	1319	2649	Apartment	Used	Sold	Albania	Tirana	Tirana	Tirana e Re	Tirana e Re	Tirana e Re	198000	138	0	4	2	3
1297	1320	2648	Apartment	Used	Withdrawn	Albania	Tirana	Tirana	Tirana e Re	Tirana e Re	Tirana e Re	95000	105	115	3	2	2
1298	1321	2645	Apartment	New	Sold	Albania	Tirana	Tirana	Kashar	Kashar	Kashar	22000	48	0	1	1	0

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Cramér's V (φc)

Missing values

Sample

First rows

Last rows